{"id":"W4311985777","doi":"10.1016/j.jpedsurg.2022.11.019","title":"Invited commentary on Montalva L, et al.: Early laparoscopic-assisted surgery is associated with decreased post-operative inflammation and intestinal strictures in infants with necrotizing enterocolitis","year":2022,"lang":"en","type":"letter","venue":"Journal of Pediatric Surgery","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Necrotizing enterocolitis; Laparotomy; Enterocolitis; Laparoscopy; General surgery; Anastomosis; Surgery; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003185044,0.001099966,0.001764476,0.0008263765,0.002220127,0.002338677,0.002107634,0.03272525,0.006993149],"category_scores_gemma":[0.02603003,0.0006110357,0.001288928,0.0007756337,0.001280198,0.002473623,0.001031437,0.02316377,0.006999903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003623135,"about_ca_system_score_gemma":0.003110844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008521892,"about_ca_topic_score_gemma":0.008889217,"domain_scores_codex":[0.9975082,0.0009374935,0.000320348,0.0002636953,0.0006682227,0.0003021362],"domain_scores_gemma":[0.989846,0.005227558,0.0006165333,0.0002156347,0.002907803,0.001186423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008661205,0.00001902874,0.0004361308,0.00005700947,0.00001388573,0.0009676404,0.00006919745,0.00002069965,0.00008236034,0.0001947123,0.9957766,0.002276195],"study_design_scores_gemma":[0.000374175,0.0001909101,0.004775096,0.001071688,0.0001422919,0.005073658,0.000981431,0.0005550744,0.0005393631,0.003033132,0.9831193,0.0001439092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005740584,0.001243167,0.00006161159,0.9489483,0.04741155,0.00001596251,0.0001772662,0.00003814977,0.001529871],"genre_scores_gemma":[0.004693715,0.001388835,0.0001464416,0.9093862,0.07886912,0.0000679511,0.00008544341,0.00004248202,0.005319835],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03272525,"threshold_uncertainty_score":0.02628773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210051039998688,"score_gpt":0.2749164061094772,"score_spread":0.2528158957094903,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}